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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Null Talisman | 3 | 17.65% | 100.0 | 66.67% | +52.38% | +33.33% | 0.00% | -1.68% | 16:00 | 06:32 | 06:32 | 15:03 | 26:24 | 26:24 | 19:52 | 14:42 |
 | Tranquil Boots | 15 | 88.24% | 95.0 | 26.67% | +26.67% | -1.67% | -1.67% | 0.00% | 13:28 | 08:38 | 11:18 | 13:12 | 14:32 | 22:20 | 03:14 | 02:23 |
 | Wind Lace | 16 | 94.12% | 90.0 | 25.00% | +25.00% | 0.00% | +25.00% | 9.87% | 11:39 | 04:20 | 09:57 | 11:34 | 12:29 | 21:56 | 02:32 | 01:52 |
 | Boots of Speed | 17 | 100.00% | 85.0 | 23.53% | +23.53% | +1.47% | +26.47% | 13.64% | 08:16 | 05:12 | 06:37 | 08:07 | 08:27 | 13:43 | 01:50 | 01:21 |
 | Magic Stick | 17 | 100.00% | 80.0 | 23.53% | +23.53% | +1.47% | -23.53% | -3.94% | 03:14 | -01:29 | -01:29 | 02:47 | 07:50 | 10:40 | 09:19 | 06:54 |
 | Ghost Scepter | 1 | 5.88% | 75.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 5.88% | 70.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 00:00 | 00:00 |
 | Aghanim's Shard | 12 | 70.59% | 65.0 | 25.00% | +5.00% | +75.00% | -25.00% | -15.67% | 25:17 | 19:05 | 20:42 | 22:23 | 27:05 | 37:20 | 06:23 | 04:43 |
 | Magic Wand | 14 | 82.35% | 60.0 | 21.43% | -11.90% | +3.57% | -21.43% | -3.63% | 13:07 | 02:07 | 09:55 | 12:22 | 16:48 | 24:38 | 06:53 | 05:05 |
 | Fluffy Hat | 8 | 47.06% | 55.0 | 25.00% | +2.78% | -25.00% | +25.00% | 3.80% | 23:54 | 09:10 | 16:35 | 20:24 | 29:45 | 40:04 | 13:10 | 09:45 |
 | Force Staff | 3 | 17.65% | 50.0 | 33.33% | +11.90% | -33.33% | 0.00% | 2.60% | 28:42 | 20:40 | 20:40 | 31:56 | 33:29 | 33:29 | 12:49 | 09:29 |
 | Glimmer Cape | 4 | 23.53% | 45.0 | 25.00% | +1.92% | -25.00% | -25.00% | 0.00% | 26:25 | 22:32 | 22:32 | 24:18 | 24:59 | 33:50 | 02:27 | 01:48 |
 | Blink Dagger | 2 | 11.76% | 40.0 | 0.00% | -26.67% | 0.00% | 0.00% | 0.00% | 33:06 | 30:04 | 30:04 | 36:08 | 36:08 | 36:08 | 06:04 | 04:29 |
 | Aether Lens | 1 | 5.88% | 35.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:23 | 24:23 | 24:23 | 24:23 | 24:23 | 24:23 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 11.76% | 30.0 | 0.00% | -26.67% | 0.00% | 0.00% | 0.00% | 28:51 | 21:21 | 21:21 | 36:20 | 36:20 | 36:20 | 14:59 | 11:05 |
 | Quelling Blade | 1 | 5.88% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Buckler | 1 | 5.88% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 00:00 | 00:00 |
 | Void Stone | 1 | 5.88% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:12 | 20:12 | 20:12 | 20:12 | 20:12 | 20:12 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 5.88% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 5.88% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 00:00 | 00:00 |